DEVELOPMENT... OpenML
Run
30821

Run 30821

Task 4474 (Supervised Classification) chscase_census5 Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.4877
Per class
Build CPU time
0.2147
Build memory
425110035.92
F measure
0.502
Per class
Kappa
0.0134
KB relative information score
-27.9233
Mean absolute error
0.5025
Mean prior absolute error
0.4994
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5077
Per class
Predictive accuracy
0.5115
Prior entropy
0.9991
Recall
0.5115
Per class
Relative absolute error
1.0062
Root mean prior squared error
0.4997
Root mean squared error
0.5107
Root relative squared error
1.0221
SciMark benchmark
936.7328